Clinical prediction models : a practical approach to development, validation, and updating

This book provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medical prediction problems, including diagnostic and prognostic outcomes. Many advances have been made in statistical approaches towards outcome prediction, but these i...

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Main Author: Steyerberg, Ewout W.
Format: Book
Language:English
Published: Springer 2017
Subjects:
Online Access:http://repository.vnu.edu.vn/handle/VNU_123/28713
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Institution: Vietnam National University, Hanoi
Language: English
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spelling oai:112.137.131.14:VNU_123-287132020-06-15T01:29:53Z Clinical prediction models : a practical approach to development, validation, and updating Steyerberg, Ewout W. Mathematics Statistics ; Medical statistics ; Medicine -- Research -- Statistical methods ; Evidence-based medicine -- Statistical methods. 610.727 This book provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medical prediction problems, including diagnostic and prognostic outcomes. Many advances have been made in statistical approaches towards outcome prediction, but these innovations are insufficiently applied in medical research. Old-fashioned, data hungry methods are often used in data sets of limited size, validation of predictions is not done or done simplistically, and updating of previously developed models is not considered. A sensible strategy is needed for model development, validation, and updating, such that prediction models can better support medical practice (...) 2017-04-14T05:02:06Z 2017-04-14T05:02:06Z 2009 Book 978-0-387-77243-1 http://repository.vnu.edu.vn/handle/VNU_123/28713 en 508 p. application/pdf Springer
institution Vietnam National University, Hanoi
building VNU Library & Information Center
country Vietnam
collection VNU Digital Repository
language English
topic Mathematics
Statistics ; Medical statistics ; Medicine -- Research -- Statistical methods ; Evidence-based medicine -- Statistical methods.
610.727
spellingShingle Mathematics
Statistics ; Medical statistics ; Medicine -- Research -- Statistical methods ; Evidence-based medicine -- Statistical methods.
610.727
Steyerberg, Ewout W.
Clinical prediction models : a practical approach to development, validation, and updating
description This book provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medical prediction problems, including diagnostic and prognostic outcomes. Many advances have been made in statistical approaches towards outcome prediction, but these innovations are insufficiently applied in medical research. Old-fashioned, data hungry methods are often used in data sets of limited size, validation of predictions is not done or done simplistically, and updating of previously developed models is not considered. A sensible strategy is needed for model development, validation, and updating, such that prediction models can better support medical practice (...)
format Book
author Steyerberg, Ewout W.
author_facet Steyerberg, Ewout W.
author_sort Steyerberg, Ewout W.
title Clinical prediction models : a practical approach to development, validation, and updating
title_short Clinical prediction models : a practical approach to development, validation, and updating
title_full Clinical prediction models : a practical approach to development, validation, and updating
title_fullStr Clinical prediction models : a practical approach to development, validation, and updating
title_full_unstemmed Clinical prediction models : a practical approach to development, validation, and updating
title_sort clinical prediction models : a practical approach to development, validation, and updating
publisher Springer
publishDate 2017
url http://repository.vnu.edu.vn/handle/VNU_123/28713
_version_ 1680966829415071744